Proof of Usefulness Report

Butter Works

Analysis completed on 3/18/2026

+263.625

Proof of Usefulness Score

Gaining Momentum

Butter Works presents a valid business model in AI consulting with a highly relevant tech stack, addressing a real market need. However, the submission is significantly penalized for providing highly exaggerated and contradictory metrics, such as claiming 'everyone' as an audience, stating 'most people have used my product', and providing an unusual $2.5M 'marketcap' metric for a B2B consultancy. While the market timing and real-world utility are strong, the unverifiable and hyperbolic traction data limits the overall score.

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Score Breakdown

Real World Utility+150

Audience Reach Impact+10

Technical Innovation+30

Evidence Of Traction+12.5

Market Timing Relevance+70

Functional Completeness+5

Subtotal+277.5

Usefulness Multiplierx0.95

Final Score+264

Project Details

Project URL

butter.works

Description

We are an AI and media consulting company with over seven years of experience in generative and predictive AI and a team with twenty-five years of experience in media and digital media. We've used AI to build new products, create new content, and predict which videos will be successful. Clients include multiple Fortune 50 companies, and many have seen over 50% lift in views and engagement after using our services. HOW WE CAN HELP: AI Consulting & Implementation - Agents / Multi-Agent Teams - Text, Image, Video, Music Creation - Model Context Protocol (MCP) - Retrieval-Augmented Generation (RAG) - Context & Prompt Engineering - Generative AI / Predictive AI - Large Language Models (LLMs) - Machine Learning / Deep Learning - Computer Vision / Nat. Lang. Processing Detailed Strategic Analysis - What's Working & What's Not - New Partnerships, Platforms & Distribution - Additional Revenue Streams - In-Depth Business Models, Including Efficiencies Analysis - Product Analysis & Recommendations - Breakdown of Industry & Competitive Challenges Comprehensive Execution Plan - Partners & Brands To Approach - Revenue & Cost Models - Management Assistance & Advice - Ideas for Platform-Specific Content - Data-Driven Analysis Full Content Creation - AI-Assisted Video - Complete Execution - Concepts & Development - Shooting & Production - Post-Production

Algorithm Insights

Market Position

Growing utility with room for optimization

User Engagement

Documented reach suggests active user community

Technical Stack

Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline